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Bo Zhou
ORCID
Publication Activity (10 Years)
Years Active: 2016-2024
Publications (10 Years): 69
Top Topics
Image Registration
Denoising
Motion Correction
Ct Data
Top Venues
CoRR
Medical Image Anal.
IEEE Trans. Medical Imaging
IPMI
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Publications
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Bo Zhou
,
Jun Hou
,
Tianqi Chen
,
Yinchi Zhou
,
Xiongchao Chen
,
Huidong Xie
,
Qiong Liu
,
Xueqi Guo
,
Yu-Jung Tsai
,
Vladimir Y. Panin
,
Takuya Toyonaga
,
James S. Duncan
,
Chi Liu
POUR-Net: A Population-Prior-Aided Over-Under-Representation Network for Low-Count PET Attenuation Map Generation.
CoRR
(2024)
Xueqi Guo
,
Luyao Shi
,
Xiongchao Chen
,
Qiong Liu
,
Bo Zhou
,
Huidong Xie
,
Yi-Hwa Liu
,
Richard Palyo
,
Edward J. Miller
,
Albert J. Sinusas
,
Lawrence H. Staib
,
Bruce Spottiswoode
,
Chi Liu
,
Nicha C. Dvornek
TAI-GAN: A Temporally and Anatomically Informed Generative Adversarial Network for early-to-late frame conversion in dynamic cardiac PET inter-frame motion correction.
CoRR
(2024)
Xueqi Guo
,
Luyao Shi
,
Xiongchao Chen
,
Bo Zhou
,
Qiong Liu
,
Huidong Xie
,
Yi-Hwa Liu
,
Richard Palyo
,
Edward J. Miller
,
Albert J. Sinusas
,
Bruce Spottiswoode
,
Chi Liu
,
Nicha C. Dvornek
TAI-GAN: Temporally and Anatomically Informed GAN for early-to-late frame conversion in dynamic cardiac PET motion correction.
CoRR
(2023)
Jieneng Chen
,
Yingda Xia
,
Jiawen Yao
,
Ke Yan
,
Jianpeng Zhang
,
Le Lu
,
Fakai Wang
,
Bo Zhou
,
Mingyan Qiu
,
Qihang Yu
,
Mingze Yuan
,
Wei Fang
,
Yuxing Tang
,
Minfeng Xu
,
Jian Zhou
,
Yuqian Zhao
,
Qifeng Wang
,
Xianghua Ye
,
Xiaoli Yin
,
Yu Shi
,
Xin Chen
,
Jingren Zhou
,
Alan L. Yuille
,
Zaiyi Liu
,
Ling Zhang
Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans.
CoRR
(2023)
Xiongchao Chen
,
Bo Zhou
,
Huidong Xie
,
Xueqi Guo
,
Qiong Liu
,
Albert J. Sinusas
,
Chi Liu
Dual-Domain Iterative Network with Adaptive Data Consistency for Joint Denoising and Few-Angle Reconstruction of Low-Dose Cardiac SPECT.
MILLanD@MICCAI
(2023)
Bo Zhou
,
Huidong Xie
,
Qiong Liu
,
Xiongchao Chen
,
Xueqi Guo
,
Zhicheng Feng
,
Jun Hou
,
S. Kevin Zhou
,
Biao Li
,
Axel Rominger
,
Kuangyu Shi
,
James S. Duncan
,
Chi Liu
FedFTN: Personalized federated learning with deep feature transformation network for multi-institutional low-count PET denoising.
Medical Image Anal.
90 (2023)
Bo Zhou
,
Yu-Jung Tsai
,
Jiazhen Zhang
,
Xueqi Guo
,
Huidong Xie
,
Xiongchao Chen
,
Tianshun Miao
,
Yihuan Lu
,
James S. Duncan
,
Chi Liu
Fast-MC-PET: A Novel Deep Learning-aided Motion Correction and Reconstruction Framework for Accelerated PET.
CoRR
(2023)
Xiongchao Chen
,
Bo Zhou
,
Huidong Xie
,
Xueqi Guo
,
Jiazhen Zhang
,
James S. Duncan
,
Edward J. Miller
,
Albert J. Sinusas
,
John A. Onofrey
,
Chi Liu
DuSFE: Dual-Channel Squeeze-Fusion-Excitation co-attention for cross-modality registration of cardiac SPECT and CT.
Medical Image Anal.
88 (2023)
Bo Zhou
,
Yu-Jung Tsai
,
Jiazhen Zhang
,
Xueqi Guo
,
Huidong Xie
,
Xiongchao Chen
,
Tianshun Miao
,
Yihuan Lu
,
James S. Duncan
,
Chi Liu
Fast-MC-PET: A Novel Deep Learning-Aided Motion Correction and Reconstruction Framework for Accelerated PET.
IPMI
(2023)
Huidong Xie
,
Zhao Liu
,
Luyao Shi
,
Kathleen Greco
,
Xiongchao Chen
,
Bo Zhou
,
Attila Feher
,
John C. Stendahl
,
Nabil Boutagy
,
Tassos C. Kyriakides
,
Ge Wang
,
Albert J. Sinusas
,
Chi Liu
Segmentation-Free PVC for Cardiac SPECT Using a Densely-Connected Multi-Dimensional Dynamic Network.
IEEE Trans. Medical Imaging
42 (5) (2023)
Bo Zhou
,
Yingda Xia
,
Jiawen Yao
,
Le Lu
,
Jingren Zhou
,
Chi Liu
,
James S. Duncan
,
Ling Zhang
Meta-information-Aware Dual-path Transformer for Differential Diagnosis of Multi-type Pancreatic Lesions in Multi-phase CT.
IPMI
(2023)
Bo Zhou
,
Jo Schlemper
,
Neel Dey
,
Seyed Sadegh Mohseni Salehi
,
Kevin N. Sheth
,
Chi Liu
,
James S. Duncan
,
Michal Sofka
Dual-Domain Self-Supervised Learning for Accelerated Non-Cartesian MRI Reconstruction.
CoRR
(2023)
Huidong Xie
,
Bo Zhou
,
Xiongchao Chen
,
Xueqi Guo
,
Stephanie Thorn
,
Yi-Hwa Liu
,
Ge Wang
,
Albert J. Sinusas
,
Chi Liu
Transformer-Based Dual-Domain Network for Few-View Dedicated Cardiac SPECT Image Reconstructions.
MICCAI (10)
(2023)
Bo Zhou
,
Neel Dey
,
Jo Schlemper
,
Seyed Sadegh Mohseni Salehi
,
Chi Liu
,
James S. Duncan
,
Michal Sofka
DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction.
WACV
(2023)
Huidong Xie
,
Bo Zhou
,
Xiongchao Chen
,
Xueqi Guo
,
Stephanie Thorn
,
Yi-Hwa Liu
,
Ge Wang
,
Albert J. Sinusas
,
Chi Liu
Transformer-based Dual-domain Network for Few-view Dedicated Cardiac SPECT Image Reconstructions.
CoRR
(2023)
Xueqi Guo
,
Luyao Shi
,
Xiongchao Chen
,
Bo Zhou
,
Qiong Liu
,
Huidong Xie
,
Yi-Hwa Liu
,
Richard Palyo
,
Edward J. Miller
,
Albert J. Sinusas
,
Bruce Spottiswoode
,
Chi Liu
,
Nicha C. Dvornek
TAI-GAN: Temporally and Anatomically Informed GAN for Early-to-Late Frame Conversion in Dynamic Cardiac PET Motion Correction.
SASHIMI@MICCAI
(2023)
Xiongchao Chen
,
Bo Zhou
,
Huidong Xie
,
Xueqi Guo
,
Qiong Liu
,
Albert J. Sinusas
,
Chi Liu
Cross-Domain Iterative Network for Simultaneous Denoising, Limited-Angle Reconstruction, and Attenuation Correction of Cardiac SPECT.
MLMI@MICCAI (1)
(2023)
Xueqi Guo
,
Bo Zhou
,
Xiongchao Chen
,
Ming-Kai Chen
,
Chi Liu
,
Nicha C. Dvornek
MCP-Net: Introducing Patlak Loss Optimization to Whole-Body Dynamic PET Inter-Frame Motion Correction.
IEEE Trans. Medical Imaging
42 (12) (2023)
Bo Zhou
,
Yingda Xia
,
Jiawen Yao
,
Le Lu
,
Jingren Zhou
,
Chi Liu
,
James S. Duncan
,
Ling Zhang
Meta-information-aware Dual-path Transformer for Differential Diagnosis of Multi-type Pancreatic Lesions in Multi-phase CT.
CoRR
(2023)
Neel Dey
,
Jo Schlemper
,
Seyed Sadegh Mohseni Salehi
,
Bo Zhou
,
Guido Gerig
,
Michal Sofka
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration.
MICCAI (6)
(2022)
Bo Zhou
,
Xiongchao Chen
,
S. Kevin Zhou
,
James S. Duncan
,
Chi Liu
DuDoDR-Net: Dual-domain data consistent recurrent network for simultaneous sparse view and metal artifact reduction in computed tomography.
Medical Image Anal.
75 (2022)
Xueqi Guo
,
Bo Zhou
,
David Pigg
,
Bruce Spottiswoode
,
Michael E. Casey
,
Chi Liu
,
Nicha C. Dvornek
Unsupervised inter-frame motion correction for whole-body dynamic PET using convolutional long short-term memory in a convolutional neural network.
CoRR
(2022)
Bo Zhou
,
Jo Schlemper
,
Neel Dey
,
Seyed Sadegh Mohseni Salehi
,
Chi Liu
,
James S. Duncan
,
Michal Sofka
DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction.
CoRR
(2022)
Xiongchao Chen
,
Bo Zhou
,
Huidong Xie
,
Xueqi Guo
,
Jiazhen Zhang
,
Albert J. Sinusas
,
John A. Onofrey
,
Chi Liu
Dual-Branch Squeeze-Fusion-Excitation Module for Cross-Modality Registration of Cardiac SPECT and CT.
MICCAI (6)
(2022)
Xiongchao Chen
,
Bo Zhou
,
Huidong Xie
,
Xueqi Guo
,
Jiazhen Zhang
,
Albert J. Sinusas
,
John A. Onofrey
,
Chi Liu
Dual-Branch Squeeze-Fusion-Excitation Module for Cross-Modality Registration of Cardiac SPECT and CT.
CoRR
(2022)
Bo Zhou
,
Jo Schlemper
,
Neel Dey
,
Seyed Sadegh Mohseni Salehi
,
Kevin N. Sheth
,
Chi Liu
,
James S. Duncan
,
Michal Sofka
Dual-domain self-supervised learning for accelerated non-Cartesian MRI reconstruction.
Medical Image Anal.
81 (2022)
Xueqi Guo
,
Bo Zhou
,
Xiongchao Chen
,
Chi Liu
,
Nicha C. Dvornek
MCP-Net: Inter-frame Motion Correction with Patlak Regularization for Whole-body Dynamic PET.
MICCAI (4)
(2022)
Xiangrui Zeng
,
Ziqian Lin
,
Mostofa Rafid Uddin
,
Bo Zhou
,
Chao Cheng
,
Jing Zhang
,
Zachary Freyberg
,
Min Xu
Structure Detection in Three-Dimensional Cellular Cryoelectron Tomograms by Reconstructing Two-Dimensional Annotated Tilt Series.
J. Comput. Biol.
29 (8) (2022)
Xueqi Guo
,
Bo Zhou
,
David Pigg
,
Bruce Spottiswoode
,
Michael E. Casey
,
Chi Liu
,
Nicha C. Dvornek
Unsupervised inter-frame motion correction for whole-body dynamic PET using convolutional long short-term memory in a convolutional neural network.
Medical Image Anal.
80 (2022)
Huidong Xie
,
Zhao Liu
,
Luyao Shi
,
Kathleen Greco
,
Xiongchao Chen
,
Bo Zhou
,
Attila Feher
,
John C. Stendahl
,
Nabil Boutagy
,
Tassos C. Kyriakides
,
Ge Wang
,
Albert J. Sinusas
,
Chi Liu
Segmentation-free PVC for Cardiac SPECT using a Densely-connected Multi-dimensional Dynamic Network.
CoRR
(2022)
Neel Dey
,
Jo Schlemper
,
Seyed Sadegh Mohseni Salehi
,
Bo Zhou
,
Guido Gerig
,
Michal Sofka
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration.
CoRR
(2022)
Bo Zhou
,
Xiongchao Chen
,
Huidong Xie
,
S. Kevin Zhou
,
James S. Duncan
,
Chi Liu
DuDoUFNet: Dual-Domain Under-to-Fully-Complete Progressive Restoration Network for Simultaneous Metal Artifact Reduction and Low-Dose CT Reconstruction.
IEEE Trans. Medical Imaging
41 (12) (2022)
Bo Zhou
,
Chi Liu
,
James S. Duncan
Anatomy-Constrained Contrastive Learning for Synthetic Segmentation Without Ground-Truth.
MICCAI (1)
(2021)
Bo Zhou
,
S. Kevin Zhou
,
James S. Duncan
,
Chi Liu
Limited View Tomographic Reconstruction Using a Cascaded Residual Dense Spatial-Channel Attention Network With Projection Data Fidelity Layer.
IEEE Trans. Medical Imaging
40 (7) (2021)
Bo Zhou
,
Chi Liu
,
James S. Duncan
Anatomy-Constrained Contrastive Learning for Synthetic Segmentation without Ground-truth.
CoRR
(2021)
Bo Zhou
,
Yu-Jung Tsai
,
Xiongchao Chen
,
James S. Duncan
,
Chi Liu
MDPET: A Unified Motion Correction and Denoising Adversarial Network for Low-Dose Gated PET.
IEEE Trans. Medical Imaging
40 (11) (2021)
Bo Zhou
,
Rui Wang
,
Ming-Kai Chen
,
Adam P. Mecca
,
Ryan S. O'Dell
,
Christopher H. van Dyck
,
Richard E. Carson
,
James S. Duncan
,
Chi Liu
Synthesizing Multi-Tracer PET Images for Alzheimer's Disease Patients using a 3D Unified Anatomy-aware Cyclic Adversarial Network.
CoRR
(2021)
Bo Zhou
,
Rui Wang
,
Ming-Kai Chen
,
Adam P. Mecca
,
Ryan S. O'Dell
,
Christopher H. van Dyck
,
Richard E. Carson
,
James S. Duncan
,
Chi Liu
Synthesizing Multi-tracer PET Images for Alzheimer's Disease Patients Using a 3D Unified Anatomy-Aware Cyclic Adversarial Network.
MICCAI (6)
(2021)
Bo Zhou
,
Zachary Augenfeld
,
Julius Chapiro
,
S. Kevin Zhou
,
Chi Liu
,
James S. Duncan
Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and Registration.
CoRR
(2021)
Bo Zhou
,
Zachary Augenfeld
,
Julius Chapiro
,
S. Kevin Zhou
,
Chi Liu
,
James S. Duncan
Anatomy-guided multimodal registration by learning segmentation without ground truth: Application to intraprocedural CBCT/MR liver segmentation and registration.
Medical Image Anal.
71 (2021)
Ran Li
,
Liangyong Yu
,
Bo Zhou
,
Xiangrui Zeng
,
Zhenyu Wang
,
Xiaoyan Yang
,
Jing Zhang
,
Xin Gao
,
Rui Jiang
,
Min Xu
Few-shot learning for classification of novel macromolecular structures in cryo-electron tomograms.
PLoS Comput. Biol.
16 (11) (2020)
Bo Zhou
,
S. Kevin Zhou
DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction With Deep T1 Prior.
CVPR
(2020)
Bo Zhou
,
Yu-Jung Tsai
,
Chi Liu
Simultaneous Denoising and Motion Estimation for Low-dose Gated PET using a Siamese Adversarial Network with Gate-to-Gate Consistency Learning.
CoRR
(2020)
Bo Zhou
,
S. Kevin Zhou
,
James S. Duncan
,
Chi Liu
Limited View Tomographic Reconstruction Using a Deep Recurrent Framework with Residual Dense Spatial-Channel Attention Network and Sinogram Consistency.
CoRR
(2020)
Antong Chen
,
Jennifer Saouaf
,
Bo Zhou
,
Randolph Crawford
,
Jianda Yuan
,
Junshui Ma
,
Richard Baumgartner
,
Shubing Wang
,
Gregory Goldmacher
A Deep Learning-Facilitated Radiomics Solution for the Prediction of Lung Lesion Shrinkage in Non-Small Cell Lung Cancer Trials.
ISBI
(2020)
Bo Zhou
,
Yu-Jung Tsai
,
Chi Liu
Simultaneous Denoising and Motion Estimation for Low-Dose Gated PET Using a Siamese Adversarial Network with Gate-to-Gate Consistency Learning.
MICCAI (7)
(2020)
Bo Zhou
,
S. Kevin Zhou
DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction with Deep T1 Prior.
CoRR
(2020)
Antong Chen
,
Jennifer Saouaf
,
Bo Zhou
,
Randolph Crawford
,
Jianda Yuan
,
Junshui Ma
,
Richard Baumgartner
,
Shubing Wang
,
Gregory Goldmacher
A deep learning-facilitated radiomics solution for the prediction of lung lesion shrinkage in non-small cell lung cancer trials.
CoRR
(2020)
Ran Li
,
Xiangrui Zeng
,
Stephanie E. Sigmund
,
Ruogu Lin
,
Bo Zhou
,
Chang Liu
,
Kaiwen Wang
,
Rui Jiang
,
Zachary Freyberg
,
Hairong Lv
,
Min Xu
Automatic localization and identification of mitochondria in cellular electron cryo-tomography using faster-RCNN.
BMC Bioinform.
(3) (2019)
Bo Zhou
,
Xunyu Lin
,
Brendan L. Eck
Limited Angle Tomography Reconstruction: Synthetic Reconstruction via Unsupervised Sinogram Adaptation.
IPMI
(2019)
Xuefeng Du
,
Xiangrui Zeng
,
Bo Zhou
,
Alex Singh
,
Min Xu
Open-set Recognition of Unseen Macromolecules in Cellular Electron Cryo-Tomograms by Soft Large Margin Centralized Cosine Loss.
BMVC
(2019)
Bo Zhou
,
Adam P. Harrison
,
Jiawen Yao
,
Chi-Tung Cheng
,
Jing Xiao
,
Chien-Hung Liao
,
Le Lu
CT Data Curation for Liver Patients: Phase Recognition in Dynamic Contrast-Enhanced CT.
DART/MIL3ID@MICCAI
(2019)
Siyuan Liu
,
Xuefeng Du
,
Rong Xi
,
Fuya Xu
,
Xiangrui Zeng
,
Bo Zhou
,
Min Xu
Semi-supervised Macromolecule Structural Classification in Cellular Electron Cryo-Tomograms using 3D Autoencoding Classifier.
BMVC
(2019)
Bo Zhou
,
Antong Chen
,
Randolph Crawford
,
Belma Dogdas
,
Gregory Goldmacher
A Progressively-Trained Scale-Invariant and Boundary-Aware Deep Neural Network for the Automatic 3D Segmentation of Lung Lesions.
WACV
(2019)
Bo Zhou
,
Adam P. Harrison
,
Jiawen Yao
,
Chi-Tung Cheng
,
Jing Xiao
,
Chien-Hung Liao
,
Le Lu
CT Data Curation for Liver Patients: Phase Recognition in Dynamic Contrast-Enhanced CT.
CoRR
(2019)
Bo Zhou
,
Yi Jiang
,
Di Wen
,
Robert C. Gilkeson
,
Jun Hou
,
David L. Wilson
Visualization of coronary artery calcium in dual energy chest radiography using automatic rib suppression.
Medical Imaging: Image Processing
(2018)
Bo Zhou
,
Qiang Guo
,
Xiangrui Zeng
,
Min Xu
Feature Decomposition Based Saliency Detection in Electron Cryo-Tomograms.
CoRR
(2018)
Guannan Zhao
,
Bo Zhou
,
Kaiwen Wang
,
Rui Jiang
,
Min Xu
Respond-CAM: Analyzing Deep Models for 3D Imaging Data by Visualizations.
MICCAI (1)
(2018)
Bo Zhou
,
Randolph Crawford
,
Belma Dogdas
,
Gregory Goldmacher
,
Antong Chen
A Progressively-trained Scale-invariant and Boundary-aware Deep Neural Network for the Automatic 3D Segmentation of Lung Lesions.
CoRR
(2018)
JiaLiang Guo
,
Bo Zhou
,
Xiangrui Zeng
,
Zachary Freyberg
,
Min Xu
Model Compression for Faster Structural Separation of Macromolecules Captured by Cellular Electron Cryo-Tomography.
ICIAR
(2018)
Di Wen
,
Katelyn Nye
,
Bo Zhou
,
Robert Gilkeson
,
Amit Gupta
,
Shiraz Ranim
,
Spencer Couturier
,
David L. Wilson
Enhanced coronary calcium visualization and detection from dual energy chest x-rays with sliding organ registration.
Comput. Medical Imaging Graph.
64 (2018)
Bo Zhou
,
Qiang Guo
,
Kaiwen Wang
,
Xiangrui Zeng
,
Xin Gao
,
Min Xu
Feature Decomposition Based Saliency Detection in Electron Cryo-Tomograms.
BIBM
(2018)
JiaLiang Guo
,
Bo Zhou
,
Xiangrui Zeng
,
Zachary Freyberg
,
Min Xu
Model compression for faster structural separation of macromolecules captured by Cellular Electron Cryo-Tomography.
CoRR
(2018)
Guannan Zhao
,
Bo Zhou
,
Kaiwen Wang
,
Rui Jiang
,
Min Xu
Respond-CAM: Analyzing Deep Models for 3D Imaging Data by Visualizations.
CoRR
(2018)
Bo Zhou
,
Xunyu Lin
,
Brendan L. Eck
,
Jun Hou
,
David L. Wilson
Generation of Virtual Dual Energy Images from Standard Single-Shot Radiographs Using Multi-scale and Conditional Adversarial Network.
ACCV (1)
(2018)
Bo Zhou
,
Yuemeng Li
,
Jiangcong Wang
A Weakly Supervised Adaptive DenseNet for Classifying Thoracic Diseases and Identifying Abnormalities.
CoRR
(2018)
Bo Zhou
,
Xunyu Lin
,
Brendan L. Eck
,
Jun Hou
,
David L. Wilson
Generation of Virtual Dual Energy Images from Standard Single-Shot Radiographs using Multi-scale and Conditional Adversarial Network.
CoRR
(2018)
Yiqiao Liu
,
Bo Zhou
,
Mohammed Q. Qutaish
,
David L. Wilson
Microscopic validation of whole mouse micro-metastatic tumor imaging agents using cryo-imaging and sliding organ image registration.
Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging
(2016)
Di Wen
,
Katelyn Nye
,
Bo Zhou
,
Robert Gilkeson
,
David L. Wilson
Coronary calcium visualization using dual energy chest radiography with sliding organ registration.
Medical Imaging: Image Processing
(2016)